Overview

Dataset statistics

Number of variables4
Number of observations21
Missing cells1
Missing cells (%)1.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory804.0 B
Average record size in memory38.3 B

Variable types

Text3
Categorical1

Dataset

Description경상남도 양산시에 등록된 자동차 대여업체 현황(업체명, 주소지, 전화번호, 사무소 종류 등) 에 대한 정보를 제공합니다.
Author경상남도 양산시
URLhttps://www.data.go.kr/data/15103388/fileData.do

Alerts

전화번호 has 1 (4.8%) missing valuesMissing
주 소 has unique valuesUnique

Reproduction

Analysis started2023-12-12 15:49:36.143455
Analysis finished2023-12-12 15:49:36.521308
Duration0.38 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업 체 명
Text

Distinct18
Distinct (%)85.7%
Missing0
Missing (%)0.0%
Memory size300.0 B
2023-12-13T00:49:36.677877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length9
Mean length6.8095238
Min length3

Characters and Unicode

Total characters143
Distinct characters52
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)71.4%

Sample

1st row㈜모모렌트카
2nd row㈜가람렌트카
3rd row㈜케이디렌트카
4th row주식회사 타고
5th row㈜행복오토랜드렌트카
ValueCountFrequency (%)
㈜케이제이렌트카 2
 
8.7%
㈜예스굿모닝 2
 
8.7%
주식회사 2
 
8.7%
㈜씨티렌트카 2
 
8.7%
에스케이렌터카(주 1
 
4.3%
㈜모모렌트카 1
 
4.3%
유)타이거렌터카 1
 
4.3%
웨이 1
 
4.3%
㈜위드문렌트카 1
 
4.3%
주)붐렌트카 1
 
4.3%
Other values (9) 9
39.1%
2023-12-13T00:49:37.024061image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
카 16
 
11.2%
㈜ 15
 
10.5%
렌 15
 
10.5%
트 13
 
9.1%
이 8
 
5.6%
모 4
 
2.8%
케 4
 
2.8%
주 4
 
2.8%
티 3
 
2.1%
스 3
 
2.1%
Other values (42) 58
40.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 120
83.9%
Other Symbol 15
 
10.5%
Open Punctuation 3
 
2.1%
Close Punctuation 3
 
2.1%
Space Separator 2
 
1.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
카 16
 
13.3%
렌 15
 
12.5%
트 13
 
10.8%
이 8
 
6.7%
모 4
 
3.3%
케 4
 
3.3%
주 4
 
3.3%
티 3
 
2.5%
스 3
 
2.5%
회 2
 
1.7%
Other values (38) 48
40.0%
Other Symbol
ValueCountFrequency (%)
㈜ 15
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 135
94.4%
Common 8
 
5.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
카 16
 
11.9%
㈜ 15
 
11.1%
렌 15
 
11.1%
트 13
 
9.6%
이 8
 
5.9%
모 4
 
3.0%
케 4
 
3.0%
주 4
 
3.0%
티 3
 
2.2%
스 3
 
2.2%
Other values (39) 50
37.0%
Common
ValueCountFrequency (%)
( 3
37.5%
) 3
37.5%
2
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 120
83.9%
None 15
 
10.5%
ASCII 8
 
5.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
카 16
 
13.3%
렌 15
 
12.5%
트 13
 
10.8%
이 8
 
6.7%
모 4
 
3.3%
케 4
 
3.3%
주 4
 
3.3%
티 3
 
2.5%
스 3
 
2.5%
회 2
 
1.7%
Other values (38) 48
40.0%
None
ValueCountFrequency (%)
㈜ 15
100.0%
ASCII
ValueCountFrequency (%)
( 3
37.5%
) 3
37.5%
2
25.0%

주 소
Text

UNIQUE 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size300.0 B
2023-12-13T00:49:37.274996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length35
Mean length27.857143
Min length16

Characters and Unicode

Total characters585
Distinct characters85
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)100.0%

Sample

1st row경상남도 양산시 덕계2길 5-21,122호(덕계동, 덕계시장상가)
2nd row경상남도 양산시 연호로 9 1층
3rd row경상남도 양산시 물금읍 야리 4길16, 201호(애플타워)
4th row경상남도 양산시 물금읍 부산대학로 122, 405-7호
5th row경상남도 양산시 북안남3길 39-1
ValueCountFrequency (%)
경상남도 21
 
18.1%
양산시 21
 
18.1%
물금읍 4
 
3.4%
동면 3
 
2.6%
중부동 2
 
1.7%
상북면 2
 
1.7%
서들로 2
 
1.7%
142 2
 
1.7%
석계산단3길 1
 
0.9%
429-25 1
 
0.9%
Other values (57) 57
49.1%
2023-12-13T00:49:37.736081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
95
 
16.2%
산 30
 
5.1%
1 27
 
4.6%
양 27
 
4.6%
상 25
 
4.3%
2 22
 
3.8%
남 22
 
3.8%
시 22
 
3.8%
경 21
 
3.6%
도 21
 
3.6%
Other values (75) 273
46.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 331
56.6%
Decimal Number 114
 
19.5%
Space Separator 95
 
16.2%
Other Punctuation 15
 
2.6%
Close Punctuation 10
 
1.7%
Dash Punctuation 10
 
1.7%
Open Punctuation 10
 
1.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 30
 
9.1%
양 27
 
8.2%
상 25
 
7.6%
남 22
 
6.6%
시 22
 
6.6%
경 21
 
6.3%
도 21
 
6.3%
동 14
 
4.2%
길 12
 
3.6%
호 12
 
3.6%
Other values (60) 125
37.8%
Decimal Number
ValueCountFrequency (%)
1 27
23.7%
2 22
19.3%
3 14
12.3%
0 13
11.4%
5 10
 
8.8%
4 9
 
7.9%
9 7
 
6.1%
6 5
 
4.4%
7 4
 
3.5%
8 3
 
2.6%
Space Separator
ValueCountFrequency (%)
95
100.0%
Other Punctuation
ValueCountFrequency (%)
, 15
100.0%
Close Punctuation
ValueCountFrequency (%)
) 10
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%
Open Punctuation
ValueCountFrequency (%)
( 10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 331
56.6%
Common 254
43.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 30
 
9.1%
양 27
 
8.2%
상 25
 
7.6%
남 22
 
6.6%
시 22
 
6.6%
경 21
 
6.3%
도 21
 
6.3%
동 14
 
4.2%
길 12
 
3.6%
호 12
 
3.6%
Other values (60) 125
37.8%
Common
ValueCountFrequency (%)
95
37.4%
1 27
 
10.6%
2 22
 
8.7%
, 15
 
5.9%
3 14
 
5.5%
0 13
 
5.1%
) 10
 
3.9%
5 10
 
3.9%
- 10
 
3.9%
( 10
 
3.9%
Other values (5) 28
 
11.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 331
56.6%
ASCII 254
43.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
95
37.4%
1 27
 
10.6%
2 22
 
8.7%
, 15
 
5.9%
3 14
 
5.5%
0 13
 
5.1%
) 10
 
3.9%
5 10
 
3.9%
- 10
 
3.9%
( 10
 
3.9%
Other values (5) 28
 
11.0%
Hangul
ValueCountFrequency (%)
산 30
 
9.1%
양 27
 
8.2%
상 25
 
7.6%
남 22
 
6.6%
시 22
 
6.6%
경 21
 
6.3%
도 21
 
6.3%
동 14
 
4.2%
길 12
 
3.6%
호 12
 
3.6%
Other values (60) 125
37.8%

전화번호
Text

MISSING 

Distinct17
Distinct (%)85.0%
Missing1
Missing (%)4.8%
Memory size300.0 B
2023-12-13T00:49:37.975714image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12
Min length9

Characters and Unicode

Total characters240
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique14 ?
Unique (%)70.0%

Sample

1st row055-365-5599
2nd row055-385-1137
3rd row070-5067-3100
4th row055-363-7771
5th row051-512-2300
ValueCountFrequency (%)
051-512-2300 2
 
10.0%
055-363-4975 2
 
10.0%
055-388-5033 2
 
10.0%
051-832-0013 1
 
5.0%
055-365-5599 1
 
5.0%
055-364-5737 1
 
5.0%
1833-2816 1
 
5.0%
032-566-4379 1
 
5.0%
055-387-6872 1
 
5.0%
055-385-1137 1
 
5.0%
Other values (7) 7
35.0%
2023-12-13T00:49:38.327321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 49
20.4%
- 39
16.2%
0 35
14.6%
3 32
13.3%
7 17
 
7.1%
6 16
 
6.7%
1 15
 
6.2%
2 11
 
4.6%
8 11
 
4.6%
4 8
 
3.3%
Other values (2) 7
 
2.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 200
83.3%
Dash Punctuation 39
 
16.2%
Space Separator 1
 
0.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 49
24.5%
0 35
17.5%
3 32
16.0%
7 17
 
8.5%
6 16
 
8.0%
1 15
 
7.5%
2 11
 
5.5%
8 11
 
5.5%
4 8
 
4.0%
9 6
 
3.0%
Dash Punctuation
ValueCountFrequency (%)
- 39
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 240
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 49
20.4%
- 39
16.2%
0 35
14.6%
3 32
13.3%
7 17
 
7.1%
6 16
 
6.7%
1 15
 
6.2%
2 11
 
4.6%
8 11
 
4.6%
4 8
 
3.3%
Other values (2) 7
 
2.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 240
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 49
20.4%
- 39
16.2%
0 35
14.6%
3 32
13.3%
7 17
 
7.1%
6 16
 
6.7%
1 15
 
6.2%
2 11
 
4.6%
8 11
 
4.6%
4 8
 
3.3%
Other values (2) 7
 
2.9%

비고
Categorical

Distinct2
Distinct (%)9.5%
Missing0
Missing (%)0.0%
Memory size300.0 B
영업소
17 
주사무소
4 

Length

Max length4
Median length3
Mean length3.1904762
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row주사무소
2nd row주사무소
3rd row주사무소
4th row주사무소
5th row영업소

Common Values

ValueCountFrequency (%)
영업소 17
81.0%
주사무소 4
 
19.0%

Length

2023-12-13T00:49:38.482297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:49:38.601975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영업소 17
81.0%
주사무소 4
 
19.0%

Correlations

2023-12-13T00:49:38.683133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
업 체 명주 소전화번호비고
업 체 명1.0001.0001.0001.000
주 소1.0001.0001.0001.000
전화번호1.0001.0001.0001.000
비고1.0001.0001.0001.000

Missing values

2023-12-13T00:49:36.369594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T00:49:36.477677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

업 체 명주 소전화번호비고
0㈜모모렌트카경상남도 양산시 덕계2길 5-21,122호(덕계동, 덕계시장상가)055-365-5599주사무소
1㈜가람렌트카경상남도 양산시 연호로 9 1층055-385-1137주사무소
2㈜케이디렌트카경상남도 양산시 물금읍 야리 4길16, 201호(애플타워)<NA>주사무소
3주식회사 타고경상남도 양산시 물금읍 부산대학로 122, 405-7호070-5067-3100주사무소
4㈜행복오토랜드렌트카경상남도 양산시 북안남3길 39-1055-363-7771영업소
5㈜케이제이렌트카경상남도 양산시 상북면 소토리 693051-512-2300영업소
6㈜케이제이렌트카경상남도 양산시 명곡로 319051-512-2300영업소
7곰두리렌트카㈜경상남도 양산시 동면 금산3길 23055-365-6006영업소
8㈜조은렌트카경상남도 양산시 북안북8길 11, 라동 103호(북부동, 북부상가)055-364-5555영업소
9㈜씨티렌트카경상남도 양산시 산막공단북10길 70055-388-5033영업소
업 체 명주 소전화번호비고
11㈜경희렌트카경상남도 양산시 삼호8길 26-23, 101호(삼호동, 해민더존빌)055-363-1274영업소
12(유)타이거렌터카경상남도 양산시 산막공단북9길 64(산막동, 쌍용자동차 양산정비사업소내 3층 (양산지점))055-364-5737영업소
13에스케이렌터카(주)경상남도 양산시 동면 양산대로 542-1802-6474-5553영업소
14㈜예스굿모닝경상남도 양산시 번영로 429-25055-363-4975영업소
15㈜예스굿모닝경상남도 양산시 동면 금오4길 37-10, 101호 (물금지점)055-363-4975영업소
16㈜응카경상남도 양산시 양주로 156, 123동 402호 (중부동, 대동황토방아파트)051-832-0013영업소
17(주)붐렌트카경상남도 양산시 양주5길 20 (중부동)055-387-6872영업소
18㈜위드문렌트카경상남도 양산시 상북면 석계산단3길 19032-566-4379영업소
19주식회사 웨이경상남도 양산시 물금읍 서들로 142, 205-127호1833-2816영업소
20티지전기차경상남도 양산시 물금읍 서들로 142, 205-150호070-7510-1298영업소